Evidence map›Paper›PMID 40206062›Full record

ArticleFrontiers in pharmacology2025

Integrating WHO's digital adaptation kit for antenatal care into BornFyne-PNMS: insights from Cameroon.

Miriam Nkangu, Brice Tangang, Arthur Pessa, Donald Weledji, Pamela Obegu, Mwenya Kasonde, Ngo V Ngo, Franck Wanda, Ronald M Gobina, Odette Kibu and 11 more

Abstract read
In one paragraph

Article in Frontiers in pharmacology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Miriam NkanguSchool of Epidemiology and Public Health, University of Ottawa, Ottawa, ON, Canada.
Brice TangangHealth Promotion Alliance Cameroon (HPAC), Yaounde, Cameroon.
Arthur PessaHealth Promotion Alliance Cameroon (HPAC), Yaounde, Cameroon.
Donald WeledjiDonwel Systems, Brussels, Belgium.
Pamela ObeguHealth Promotion Alliance Cameroon (HPAC), Yaounde, Cameroon.
Mwenya KasondeLiverpool School of Tropical Medicine, Liverpool, United Kingdom.
Ngo V NgoHealth Promotion Alliance Cameroon (HPAC), Yaounde, Cameroon.
Franck WandaThe International Center for Research and Care (CIRES), Akonolinga, Cameroon.
Ronald M GobinaNkafu Policy Institute of the Denis and Lenora Foretia Foundation Cameroon, Yaounde, Cameroon.
Odette KibuNkafu Policy Institute of the Denis and Lenora Foretia Foundation Cameroon, Yaounde, Cameroon.
Veronica ShiroyaHealth Promotion Alliance Cameroon (HPAC), Yaounde, Cameroon.
Denis ForetiaNkafu Policy Institute of the Denis and Lenora Foretia Foundation Cameroon, Yaounde, Cameroon.
Choolwe JacobsSchool of Epidemiology and Public Health University of Zambia, Lusaka, Zambia.
Armel TassegningHealth Promotion Alliance Cameroon (HPAC), Yaounde, Cameroon.
Arone Wondwossen FantayeFaculty of Medicine, University of Ottawa, Ottawa, ON, Canada.
Fobellah NkengfacMinistry of Public Health Cameroon, Yaounde, Cameroon.
Rosemary K MuliokelaUNDP/UNFPA/UNICEF/WHO/World Bank Special Programme of Research, Development and Research Training in Human Reproduction (HRP), Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland.
Tigest TamratUNDP/UNFPA/UNICEF/WHO/World Bank Special Programme of Research, Development and Research Training in Human Reproduction (HRP), Department of Sexual and Reproductive Health and Research, World Health Organization, Geneva, Switzerland.
Natschja RatanaprayulDepartment of Digital Health and Innovation, World Health Organization, Geneva, Switzerland.
Alice TabebotMinistry of Public Health Cameroon, Yaounde, Cameroon.
Sanni YayaThe George Institute for Global Health, Imperial College London, London, United Kingdom.

Funding

World Health Organization 001
6 · The paper itself

Abstract

Background: Digital health innovations represent unique opportunities to address maternal, newborn, and child health challenges in Sub-Saharan Africa. In 2021, the World Health Organization (WHO) launched the Digital Adaptation Kits (DAKs) for antenatal care (ANC) as part of its Standards-Based, Machine-Readable, Adaptive, Requirements-Based, and Testable (SMART) guidelines approach. DAKs are operational and software-neutral mechanisms that convert WHO guidelines into standardized formats that can be easily integrated into digital systems by various countries. This article outlines the methodology for updating and integrating WHO DAK content into the BornFyne-prenatal management system (PNMS) version 2.0. Methods: This study, which employs a participatory action research approach, is part of a larger research study for the BornFyne-PNMS project. A review of the ANC DAK operational document and data dictionaries was conducted to identify elements that were present in BornFyne-PNMS version 1.0. This was followed by a series of consultations and stakeholder meetings. Results: Five stakeholder meetings were held to engage stakeholders across Cameroon. Some of the registration elements, among other DAK aspects of ANC service provision, were identified in BornFyne version 1.0 but required reorganizing, remodeling, and reanalyzing to align with the International Classification of Diseases codes and DAK data content as part of the expansion for BornFyne version 2.0. Up to 40% of the DAK dictionary data content existed within the BornFyne-PNMS version 1.0, including additional DAK content adapted to update BornFyne-PNMS version 2.0. The digital health ecosystem in Cameroon is in an emerging phase with an increasing demand for digital health technologies, especially in the areas of reproductive, maternal, newborn, child, and adolescent health. Conclusion: The digital health ecosystem in Cameroon is in an emerging phase with an increasing demand for digital health technologies, especially in the area of reproductive, maternal, newborn, child, and adolescent health. This article describes and documents the steps in operationalization of the ANC DAK content into the BornFyne-PNMS content, highlighting the DAK as an important tool for guiding and facilitating software engineers in developing and integrating recommended ANC guidelines into digital platforms to facilitate interoperability, going by the structure of the document, its workflow processes, and content mapping elements.

Indexed as

antenatal caredigital adaptation kitdigital healthreproductive maternal newborn child and adolescent healthSMART guidelines

Identifiers

PMID40206062
PMCPMC11978650

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.